diff --git a/README.md b/README.md
index 8024c93..043abb1 100644
--- a/README.md
+++ b/README.md
@@ -72,10 +72,20 @@ python3 simpoint_cpt/compute_weighted.py \
 python3 simpoint_cpt/compute_weighted.py \
     -r results/example.csv \
     -j simpoint_cpt/resources/spec06_rv64gcb_o2_20m.json \
-    --score results/example-score.csv  # The SPEC score for each benchmark and overll score
+    --score results/example-score.csv  # The SPEC score for each benchmark and overall score
 
 ```
 
+## Quick Scoring for (Deterload + gem5) Results 
+
+Since there are naming differences between Deterload and the programs in this repository for benchmarks, the following script renames the simulation results obtained from (Deterload + gem5) by removing related prefixes (e.g., 400.perlbench -> perlbench).
+
+Running this script will quickly rename the results and compute the scores.
+
+```shell
+bash example-scripts/gem5-deterload-score.sh $example_stats_dir $weighted.json $tag
+```
+
 ## Analysis topdown performance
 
 First, we need to get the topdown outputs for one tests
diff --git a/example-scripts/gem5-deterload-score.sh b/example-scripts/gem5-deterload-score.sh
new file mode 100755
index 0000000..940f49b
--- /dev/null
+++ b/example-scripts/gem5-deterload-score.sh
@@ -0,0 +1,81 @@
+#!/bin/bash
+
+# reference from: gem5-score-ci.sh
+#
+# deterload version: d2fc4767eb72d6922418003f013687e8d3d6349f
+#
+# Usage:
+# bash example-scripts/gem5-score-ci.sh <example_stats_dir> <json_path> <tag>
+# example_stats_dir: the top dir of stats
+# json_path: weight json file generated by deterload
+# tag: user interesting tag
+
+ulimit -n 4096
+
+
+example_stats_dir=$1
+json_path=$2
+json_modified=weight-modified.json
+tag=$3
+
+# Function to rename stat directories
+rename_statdir() {
+    local TARGET_DIR="$1"
+
+    # Check if the directory exists
+    if [ ! -d "$TARGET_DIR" ]; then
+        echo "Error: Directory $TARGET_DIR does not exist!"
+        return 1
+    fi
+
+    # Iterate through all subdirectories in the target directory
+    for dir in "$TARGET_DIR"/*; do
+        # Check if it's a directory
+        if [ -d "$dir" ]; then
+            # Get the directory name
+            local dirname
+            dirname=$(basename "$dir")
+
+            # Remove the numeric prefix (three digits + dot) and the "_checkpoint" suffix
+            local newname
+            newname=$(echo "$dirname" | sed -E 's/^[0-9]{3}\.//; s/_checkpoint$//')
+
+            # Ensure the new name is different and does not overwrite an existing directory
+            if [ "$dirname" != "$newname" ] && [ ! -e "$TARGET_DIR/$newname" ]; then
+                mv "$dir" "$TARGET_DIR/$newname"
+                echo "Renamed: $dirname -> $newname"
+            fi
+        fi
+    done
+}
+
+# Function to clean JSON keys by removing three-digit prefixes
+clean_json_keys() {
+    local JSON_FILE="$1"
+
+    if [ ! -f "$JSON_FILE" ]; then
+        echo "Error: JSON file $JSON_FILE does not exist!"
+        return 1
+    fi
+
+    # Modify JSON file in place to remove three-digit prefixes followed by a dot
+    sed -E 's/"[0-9]{3}\./"/g' "$JSON_FILE" > $json_modified  
+}
+
+
+
+# Create results directory if not exists
+mkdir -p results
+
+# Rename 
+rename_statdir $example_stats_dir
+clean_json_keys $json_path
+
+set -x
+
+python3 batch.py -s "$example_stats_dir" -o "results/$tag.csv"
+
+python3 simpoint_cpt/compute_weighted.py \
+    -r "results/$tag.csv" \
+    -j "$json_modified" \
+    --score "results/$tag-score.csv"